A Metalearned Neural Circuit for Nonparametric Bayesian Inference.
Jake C. SnellGianluca M. BencomoThomas L. GriffithsPublished in: CoRR (2023)
Keyphrases
- bayesian inference
- hierarchical bayesian
- statistical inference
- probabilistic model
- network architecture
- prior information
- hyperparameters
- neural network
- bayesian model
- variational inference
- high speed
- circuit design
- probabilistic modeling
- weighted model counting
- hidden variables
- particle filter
- bayesian models
- markov chain monte carlo
- prior distribution
- variational bayes
- data sets
- outlier detection
- expectation propagation
- gibbs sampler